app.py

from dotenv import load_dotenv
import gradio as gr
from langchain_google_genai import ChatGoogleGenerativeAI
from langchain.agents import load_tools, initialize_agent


# Load environment variables
_ = load_dotenv()


llm = ChatGoogleGenerativeAI(
    model="gemini-pro",
    temperature=0.0, # temperature=0.7 (default)
    # top_p=0.5,
    )
tools = load_tools(["google-search"], llm=llm)


agent = initialize_agent(tools, llm, agent="zero-shot-react-description", verbose=True)


def main(query):
    return agent.run(query)


if __name__ == "__main__":
    try:
        app = gr.Interface(
            fn=main,
            # inputs=["text", "text"],
            inputs=[gr.Textbox(label="Search Query (クエリを入力してください)")],
            outputs=[gr.Textbox(label="Search Result (検索結果)")],
            title="Google Search enhanced by LLM"
        )
        app.launch(share=True)
    except Exception as e:
        raise e